High cardiorespiratory fitness is associated with younger brain age: the role of systemic inflammation.
Authors
Affiliations (7)
Affiliations (7)
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China; Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
- Department of General Medicine, Xinqiao Hospital, Chongqing, China.
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
- Evidence-Based Nursing Research Laboratory, West China Hospital, Sichuan University, Chengdu, China.
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL 60612, United States.
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China. Electronic address: [email protected].
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden. Electronic address: [email protected].
Abstract
To examine the relationship between cardiorespiratory fitness (CRF) and brain aging, and the extent to which this is mediated by systemic inflammation. This study included 4,770 adults from the UK Biobank (mean age: 55.37 ± 7.50 years) at baseline, who underwent structural and functional brain magnetic resonance imaging (MRI) at a follow-up examination conducted an average of 8.9 years after the baseline. CRF was estimated from a 6-minute submaximal exercise test on a stationary bike and expressed as age- and sex-standardized tertiles (i.e., low, moderate, and high). Brain age was estimated using a machine learning model based on 1,079 brain MRI phenotypes. Low-grade inflammation was quantified using four inflammatory biomarkers with standard assessment. Data were analyzed using linear regressions and generalized structural equation models. At baseline, standardized CRF z‑scores ranged from -2.59 to 26.60. Compared to participants with low CRF, those with high CRF had younger brain age than chronological age (β = - 0.52 [95 % confidence interval: -0.92, -0.13]). High CRF was associated with lower inflammation (β = - 2.75 [-3.16, -2.34]), which in turn was associated with younger brain age (β = - 0.05 [-0.08, -0.02]). In the mediation analysis, lower inflammation mediated 20.65 % (P = 0.005) of the associations between high CRF and younger brain age. High CRF is associated with a younger brain age, and lower systemic inflammation partly mediates this association.